Hermes: Off-the-Shelf Real-Time Transactional Analytics
Summary: Hermes middleware merges TP log records with reads from unmodified AP engines, enabling fresh analytics without specialized HTAP systems. It also supports ACID transactional analytics across isolation levels, matching TiDB on real-time analytics and achieving 3× higher performance. (summarized by gpt-5.6-luna on Jul 24 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Elena Milkai (University of Wisconsin)
- 2. Xiangyao Yu (University of Wisconsin)
- 3. Jignesh M. Patel (Carnegie Mellon University)
BibTeX Citation
@article{milkai_vldb25,
title = {{Hermes: Off-the-Shelf Real-Time Transactional Analytics}},
author = {Milkai, Elena and Yu, Xiangyao and Patel, Jignesh M.},
journal = {PVLDB},
series = {{VLDB} '25},
volume = {18},
number = {8},
pages = {2334--2347},
doi = {10.14778/3742728.3742731},
url = {https://doi.org/10.14778/3742728.3742731},
year = {2025}
}Incoming Citations (Sorted by Pagerank)
Showing 3 of 3 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 9,228 | Disaggregation: A New Architecture for Cloud Databases | 2025 | VLDB | 5.1901886e-05 |
| 10,400 | HeraDB: Towards Real-time Analysis of Transaction-Centric HTAP with CPU-GPU Hybrid Query Execution | 2027 | SIGMOD | 4.9605343e-05 |
| 10,591 | Translytical Processing via DB-OS Co-designed Buffer: Cross-Engine Isolation and Tunable Update Visibility for HTAP | 2026 | SIGMOD | 4.9605343e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 31 of 31 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
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Semantically Similar Papers
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|---|---|---|---|---|
| 1 | 4,339 | Adaptive HTAP through Elastic Resource Scheduling | 2020 | SIGMOD |
| 2 | 5,533 | HyBench: A New Benchmark for HTAP Databases | 2024 | VLDB |
| 3 | 6,031 | Near-Data Processing in Database Systems on Native Computational Storage under HTAP Workloads | 2022 | VLDB |
| 4 | 6,767 | Don’t Look Back, Look into the Future: Prescient Data Partitioning and Migration for Deterministic Database Systems | 2021 | SIGMOD |
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| 6 | 3,783 | HTAP Databases: What is New and What is Next | 2022 | SIGMOD |
| 7 | 5,605 | How Good is My HTAP System? | 2022 | SIGMOD |
| 8 | 10,400 | HeraDB: Towards Real-time Analysis of Transaction-Centric HTAP with CPU-GPU Hybrid Query Execution | 2027 | SIGMOD |
| 9 | 10,981 | Hermes at Scale: Powering Distributed Queries with a Unified Memory Fabric | 2026 | VLDB |
| 10 | 11,440 | Freely Moving Between the OLTP and OLAP Worlds: Hermes – an High-Performance OLAP Accelerator for MySQL | 2025 | VLDB |